The effect of building refurbishment and changing occupancy on the district heating consumption of multifamily buildings: Case study of Miskolc, Hungary

Load forecasting of district heating system based on Informer

Mingju Gong, Yin Zhao, Jiawang Sun et al. · Energy · 2022 · 211 citations

Engineering, Mechanical Engineering, Energy Management +12

Modeling energy consumption in residential buildings: A bottom-up analysis based on occupant behavior pattern clustering and stochastic simulation

Longquan Diao, Yongjun Sun, Zejun Chen et al. · Energy and Buildings · 2017 · 207 citations

Architecture, Architectural Engineering, Building Science +17

Clustering-based analysis for residential district heating data

Panagiota Gianniou, Xiufeng Liu, Alfred Heller et al. · Energy Conversion and Management · 2018 · 141 citations · Full text

Engineering, Architectural Engineering, Data Science +14

Cluster analysis and prediction of residential peak demand profiles using occupant activity data

Aven Satre-Meloy, Marina Diakonova, Philipp Grünewald · Applied Energy · 2019 · 136 citations · Full text

Management, Data Science, Demand Forecasting +16

Changes in energy consumption according to building use type under COVID-19 pandemic in South Korea

Hyuna Kang, Jongbaek An, Hakpyeong Kim et al. · Renewable and Sustainable Energy Reviews · 2021 · 122 citations · Full text

Architecture, Architectural Engineering, Building Science +17